An MCP server that provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.

• Analyze Post Comments: Extract sentiment, themes, and potential leads from comments on Instagram posts
• Compare Accounts: Compare engagement metrics across different Instagram accounts
• Extract Demographics: Get demographic insights from users engaged with a post or account
• Identify Leads: Find potential leads based on engagement patterns and criteria
• Generate Engagement Reports: Create comprehensive reports with actionable insights

To install Instagram Engagement Analysis for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @Bob-lance/instagram-engagement-mcp --client claude

npm install -g instagram-engagement-mcp

git clone https://github.com/Bob-lance/instagram-engagement-mcp.git
cd instagram-engagement-mcp
npm install

1. Copy the .env.example file to .env and add your Instagram credentials:

   cp .env.example .env

2. Edit the .env file with your Instagram username and password

If you cloned the repository, build the project:

npm run build

Add the server to your MCP settings file:

{
  "mcpServers": {
    "instagram-engagement": {
      "command": "npx",
      "args": ["instagram-engagement-mcp"],
      "env": {
        "INSTAGRAM_USERNAME": "your_instagram_username",
        "INSTAGRAM_PASSWORD": "your_instagram_password"
      },
      "disabled": false,
      "autoApprove": []
    }
  }
}

If you cloned the repository instead of installing from npm, use:

{
  "mcpServers": {
    "instagram-engagement": {
      "command": "node",
      "args": ["/path/to/instagram-engagement-mcp/build/index.js"],
      "env": {
        "INSTAGRAM_USERNAME": "your_instagram_username",
        "INSTAGRAM_PASSWORD": "your_instagram_password"
      },
      "disabled": false,
      "autoApprove": []
    }
  }
}

Analyze comments on an Instagram post to identify sentiment, themes, and potential leads.

Parameters:

• postUrl (required): URL of the Instagram post to analyze
• maxComments (optional): Maximum number of comments to analyze (default: 100)

Compare engagement metrics across different Instagram accounts.

Parameters:

• accounts (required): List of Instagram account handles to compare
• metrics (optional): Metrics to compare (default: all)

Extract demographic insights from users engaged with a post or account.

Parameters:

• accountOrPostUrl (required): Instagram account handle or post URL to analyze
• sampleSize (optional): Number of users to sample for demographic analysis (default: 50)

Identify potential leads based on engagement patterns.

Parameters:

• accountOrPostUrl (required): Instagram account handle or post URL to analyze
• criteria (optional): Criteria for identifying leads

Generate a comprehensive engagement report for an Instagram account.

Parameters:

• account (required): Instagram account handle
• startDate (optional): Start date for the report (YYYY-MM-DD)
• endDate (optional): End date for the report (YYYY-MM-DD)

• This server uses the Instagram Private API, which is not officially supported by Instagram
• Use responsibly and in accordance with Instagram's terms of service
• Be aware of rate limits to avoid being blocked by Instagram